| 2009 |
|---|
| 82 | EE | Fernando E. B. Otero,
Alex Alves Freitas,
Colin G. Johnson:
A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms.
EvoBIO 2009: 68-79 |
| 81 | EE | Nicholas Holden,
Alex Alves Freitas:
Hierarchical classification of protein function with ensembles of rules and particle swarm optimisation.
Soft Comput. 13(3): 259-272 (2009) |
| 2008 |
|---|
| 80 | EE | Fernando E. B. Otero,
Alex Alves Freitas,
Colin G. Johnson:
cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes.
ANTS Conference 2008: 48-59 |
| 79 | EE | Roberto Teixeira Alves,
Myriam Regattieri Delgado,
Alex Alves Freitas:
Multi-label Hierarchical Classification of Protein Functions with Artificial Immune Systems.
BSB 2008: 1-12 |
| 78 | EE | Eduardo P. Costa,
Ana Carolina Lorena,
André C. P. L. F. Carvalho,
Alex Alves Freitas:
Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions.
BSB 2008: 35-46 |
| 77 | EE | Nicholas Holden,
Alex Alves Freitas:
Improving the Performance of Hierarchical Classification with Swarm Intelligence.
EvoBIO 2008: 48-60 |
| 76 | EE | Mudassar Iqbal,
Alex Alves Freitas,
Colin G. Johnson:
Protein Interaction Inference Using Particle Swarm Optimization Algorithm.
EvoBIO 2008: 61-70 |
| 75 | EE | Andrew Secker,
Matthew N. Davies,
Alex Alves Freitas,
Jonathan Timmis,
Edward Clark,
Darren R. Flower:
An Artificial Immune System for Evolving Amino Acid Clusters Tailored to Protein Function Prediction.
ICARIS 2008: 242-253 |
| 74 | EE | Vitoantonio Bevilacqua,
Filippo Menolascina,
Roberto Teixeira Alves,
Stefania Tommasi,
Giuseppe Mastronardi,
Myriam Regattieri Delgado,
Angelo Paradiso,
Giuseppe Nicosia,
Alex Alves Freitas:
Artificial Immune Systems in Bioinformatics.
Computational Intelligence in Biomedicine and Bioinformatics 2008: 271-295 |
| 73 | EE | Gisele L. Pappa,
Alex Alves Freitas:
Discovering New Rule Induction Algorithms with Grammar-based Genetic Programming.
Soft Computing for Knowledge Discovery and Data Mining 2008: 133-152 |
| 72 | EE | Alex Alves Freitas:
A Review of evolutionary Algorithms for Data Mining.
Soft Computing for Knowledge Discovery and Data Mining 2008: 79-111 |
| 71 | EE | Andrew Secker,
Alex Alves Freitas,
Jon Timmis:
AISIID: An artificial immune system for interesting information discovery on the web.
Appl. Soft Comput. 8(2): 885-905 (2008) |
| 70 | EE | Matthew N. Davies,
Andrew Secker,
Alex Alves Freitas,
Edward Clark,
Jonathan Timmis,
Darren R. Flower:
Optimizing amino acid groupings for GPCR classification.
Bioinformatics 24(18): 1980-1986 (2008) |
| 69 | EE | Mudassar Iqbal,
Alex Alves Freitas,
Colin G. Johnson,
Massimo Vergassola:
Message-passing algorithms for the prediction of protein domain interactions from protein-protein interaction data.
Bioinformatics 24(18): 2064-2070 (2008) |
| 68 | EE | Filippo Menolascina,
Roberto Teixeira Alves,
Stefania Tommasi,
Patrizia Chiarappa,
Myriam Regattieri Delgado,
Vitoantonio Bevilacqua,
Giuseppe Mastronardi,
Alex Alves Freitas,
Angelo Paradiso:
Fuzzy rule induction and artificial immune systems in female breast cancer familiarity profiling.
Int. J. Hybrid Intell. Syst. 5(3): 161-165 (2008) |
| 2007 |
|---|
| 67 | EE | Eduardo P. Costa,
Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho,
Alex Alves Freitas,
Nicholas Holden:
Comparing Several Approaches for Hierarchical Classification of Proteins with Decision Trees.
BSB 2007: 126-137 |
| 66 | EE | Filippo Menolascina,
Roberto Teixeira Alves,
Stefania Tommasi,
Patrizia Chiarappa,
Myriam Regattieri Delgado,
Giuseppe Mastronardi,
Angelo Paradiso,
Alex Alves Freitas,
Vitoantonio Bevilacqua:
Induction of fuzzy rules with artificial immune systems in acgh based er status breast cancer characterization.
GECCO 2007: 431 |
| 65 | EE | Elon S. Correa,
Alex Alves Freitas,
Colin G. Johnson:
Particle swarm and bayesian networks applied to attribute selection for protein functional classification.
GECCO (Companion) 2007: 2651-2658 |
| 64 | EE | Nicholas Holden,
Alex Alves Freitas:
A hybrid PSO/ACO algorithm for classification.
GECCO (Companion) 2007: 2745-2750 |
| 63 | EE | Andrew Secker,
Alex Alves Freitas:
WAIRS: improving classification accuracy by weighting attributes in the AIRS classifier.
IEEE Congress on Evolutionary Computation 2007: 3759-3765 |
| 62 | EE | Filippo Menolascina,
Roberto Teixeira Alves,
Stefania Tommasi,
Patrizia Chiarappa,
Myriam Regattieri Delgado,
Vitoantonio Bevilacqua,
Giuseppe Mastronardi,
Alex Alves Freitas,
Angelo Paradiso:
Fuzzy Rule Induction and Artificial Immune Systems in Female Breast Cancer Familiarity Profiling.
KES (3) 2007: 830-837 |
| 61 | EE | César S. de Oliveira,
Aruanda Simões Goncalves Meiguins,
Bianchi Serique Meiguins,
Paulo Igor Alves Godinho,
Alex Alves Freitas:
EDACluster: An Evolucionary Density and Grid-Based Clustering Algorithm.
SBBD 2007: 175-189 |
| 60 | EE | Matthew N. Davies,
Andrew Secker,
Alex Alves Freitas,
Miguel Mendao,
Jonathan Timmis,
Darren R. Flower:
On the hierarchical classification of G protein-coupled receptors.
Bioinformatics 23(23): 3113-3118 (2007) |
| 59 | EE | Alex Alves Freitas,
Jonathan Timmis:
Revisiting the Foundations of Artificial Immune Systems for Data Mining.
IEEE Trans. Evolutionary Computation 11(4): 521-540 (2007) |
| 2006 |
|---|
| 58 | EE | Gisele L. Pappa,
Alex Alves Freitas:
Automatically Evolving Rule Induction Algorithms.
ECML 2006: 341-352 |
| 57 | EE | Nick Miles,
Alex Alves Freitas,
Stephen Serjeant:
Estimating photometric redshifts with genetic algorithms.
GECCO 2006: 1593-1594 |
| 56 | EE | Allen Chan,
Alex Alves Freitas:
A new ant colony algorithm for multi-label classification with applications in bioinfomatics.
GECCO 2006: 27-34 |
| 55 | EE | Elon S. Correa,
Alex Alves Freitas,
Colin G. Johnson:
A new discrete particle swarm algorithm applied to attribute selection in a bioinformatics data set.
GECCO 2006: 35-42 |
| 54 | EE | James Smaldon,
Alex Alves Freitas:
A new version of the ant-miner algorithm discovering unordered rule sets.
GECCO 2006: 43-50 |
| 2005 |
|---|
| 53 | | Mathieu S. Capcarrère,
Alex Alves Freitas,
Peter J. Bentley,
Colin G. Johnson,
Jon Timmis:
Advances in Artificial Life, 8th European Conference, ECAL 2005, Canterbury, UK, September 5-9, 2005, Proceedings
Springer 2005 |
| 52 | EE | Allen Chan,
Alex Alves Freitas:
A New Classification-Rule Pruning Procedure for an Ant Colony Algorithm.
Artificial Evolution 2005: 25-36 |
| 51 | | Aruanda Simões Gonçalves,
Alex Alves Freitas,
Rodrigo Kato,
Roberto Célio Limão de Oliveira:
Using Genetic Algorithms to Mine Interesting Dependence Modeling Rules.
Databases and Applications 2005: 1-6 |
| 50 | EE | Gisele L. Pappa,
Anthony J. Baines,
Alex Alves Freitas:
Predicting post-synaptic activity in proteins with data mining.
ECCB/JBI 2005: 25 |
| 49 | EE | Denise Fukumi Tsunoda,
Heitor Silvério Lopes,
Alex Alves Freitas:
An Evolutionary Approach for Motif Discovery and Transmembrane Protein Classification.
EvoWorkshops 2005: 105-114 |
| 48 | EE | Deborah R. Carvalho,
Alex Alves Freitas,
Nelson F. F. Ebecken:
Evaluating the Correlation Between Objective Rule Interestingness Measures and Real Human Interest.
PKDD 2005: 453-461 |
| 47 | | Rafael S. Parpinelli,
Heitor Silvério Lopes,
Alex Alves Freitas:
Classification-Rule Discovery with an Ant Colony Algorithm.
Encyclopedia of Information Science and Technology (I) 2005: 420-424 |
| 46 | | Alex Alves Freitas:
Evolutionary Algorithms for Data Mining.
The Data Mining and Knowledge Discovery Handbook 2005: 435-467 |
| 45 | EE | Deborah R. Carvalho,
Alex Alves Freitas:
Evaluating Six Candidate Solutions for the Small-Disjunct Problem and Choosing the Best Solution via Meta-Learning.
Artif. Intell. Rev. 24(1): 61-98 (2005) |
| 2004 |
|---|
| 44 | EE | Carlos Nascimento Silla Jr.,
Gisele L. Pappa,
Alex Alves Freitas,
Celso A. A. Kaestner:
Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection.
IBERAMIA 2004: 305-314 |
| 43 | EE | Roberto Teixeira Alves,
Myriam Regattieri Delgado,
Heitor S. Lopes,
Alex Alves Freitas:
An Artificial Immune System for Fuzzy-Rule Induction in Data Mining.
PPSN 2004: 1011-1020 |
| 42 | EE | Nicholas Holden,
Alex Alves Freitas:
Web Page Classification with an Ant Colony Algorithm.
PPSN 2004: 1092-1102 |
| 41 | EE | Wesley Romão,
Alex Alves Freitas,
Itana Maria de Souza Gimenes:
Discovering interesting knowledge from a science and technology database with a genetic algorithm.
Appl. Soft Comput. 4(2): 121-137 (2004) |
| 40 | EE | Celia C. Bojarczuk,
Heitor S. Lopes,
Alex Alves Freitas,
Edson L. Michalkiewicz:
A constrained-syntax genetic programming system for discovering classification rules: application to medical data sets.
Artificial Intelligence in Medicine 30(1): 27-48 (2004) |
| 39 | EE | Deborah R. Carvalho,
Alex Alves Freitas:
A hybrid decision tree/genetic algorithm method for data mining.
Inf. Sci. 163(1-3): 13-35 (2004) |
| 38 | EE | Alex Alves Freitas:
A critical review of multi-objective optimization in data mining: a position paper.
SIGKDD Explorations 6(2): 77-86 (2004) |
| 2003 |
|---|
| 37 | EE | Celia C. Bojarczuk,
Heitor S. Lopes,
Alex Alves Freitas:
An Innovative Application of a Constrained-Syntax Genetic Programming System to the Problem of Predicting Survival of Patients.
EuroGP 2003: 11-21 |
| 36 | EE | Fernando E. B. Otero,
Monique M. S. Silva,
Alex Alves Freitas,
Júlio C. Nievola:
Genetic Programming for Attribute Construction in Data Mining.
EuroGP 2003: 384-393 |
| 35 | EE | Andrew Secker,
Alex Alves Freitas,
Jon Timmis:
A Danger Theory Inspired Approach to Web Mining.
ICARIS 2003: 156-167 |
| 34 | EE | Alex Alves Freitas,
Jon Timmis:
Revisiting the Foundations of Artificial Immune Systems: A Problem-Oriented Perspective.
ICARIS 2003: 229-241 |
| 33 | EE | Andrew Secker,
Alex Alves Freitas,
Jon Timmis:
AISEC: an artificial immune system for e-mail classification.
IEEE Congress on Evolutionary Computation (1) 2003: 131-138 |
| 32 | | A. Ghosh,
Alex Alves Freitas:
Guest editorial data mining and knowledge discovery with evolutionary algorithms.
IEEE Trans. Evolutionary Computation 7(6): 517-518 (2003) |
| 2002 |
|---|
| 31 | | Deborah R. Carvalho,
Alex Alves Freitas:
A Genetic Algorithm With Sequential Niching For Discovering Small-disjunct Rules.
GECCO 2002: 1035-1042 |
| 30 | | Wesley Romão,
Alex Alves Freitas,
Roberto C. S. Pacheco:
A Genetic Algorithm For Discovering Interesting Fuzzy Prediction Rules: Applications To Science And Technology Data.
GECCO 2002: 1188-1195 |
| 29 | | Otavio Larsen,
Alex Alves Freitas,
Júlio C. Nievola:
Constructing X-of-n Attributes With A Genetic Algorithm.
GECCO 2002: 1268 |
| 28 | | Fernando E. B. Otero,
Monique M. S. Silva,
Alex Alves Freitas:
Genetic Programming For Attribute Construction In Data Mining.
GECCO 2002: 1270 |
| 27 | | Otavio Larsen,
Alex Alves Freitas,
Júlio C. Nievola:
Constructing X-of-N Attributes with a Genetic Algorithm.
GECCO Late Breaking Papers 2002: 316-322 |
| 26 | | Fernando E. B. Otero,
Monique M. S. Silva,
Alex Alves Freitas:
Genetic Programming for Attribute Construction in Data Mining.
GECCO Late Breaking Papers 2002: 370-376 |
| 25 | EE | Joel Larocca Neto,
Alex Alves Freitas,
Celso A. A. Kaestner:
Automatic Text Summarization Using a Machine Learning Approach.
SBIA 2002: 205-215 |
| 24 | EE | Rafael S. Parpinelli,
Heitor S. Lopes,
Alex Alves Freitas:
Mining Comprehensible Rules from Data with an Ant Colony Algorithm.
SBIA 2002: 259-269 |
| 23 | EE | Gisele L. Pappa,
Alex Alves Freitas,
Celso A. A. Kaestner:
Attribute Selection with a Multi-objective Genetic Algorithm.
SBIA 2002: 280-290 |
| 22 | EE | Deborah R. Carvalho,
Alex Alves Freitas:
A genetic-algorithm for discovering small-disjunct rules in data mining.
Appl. Soft Comput. 2(2): 75-88 (2002) |
| 21 | | Rafael S. Parpinelli,
Heitor S. Lopes,
Alex Alves Freitas:
Data mining with an ant colony optimization algorithm.
IEEE Trans. Evolutionary Computation 6(4): 321-332 (2002) |
| 2001 |
|---|
| 20 | EE | Roberto R. F. Mendes,
Fabricio de B. Voznika,
Alex Alves Freitas,
Júlio C. Nievola:
Discovering Fuzzy Classification Rules with Genetic Programming and Co-evolution.
PKDD 2001: 314-325 |
| 19 | | Carem C. Fabris,
Alex Alves Freitas:
Incorporating Deviation-Detection Functionality into the OLAP Paradigm.
SBBD 2001: 274-285 |
| 18 | | Alex Alves Freitas:
Understanding the Crucial Role of Attribute Interaction in Data Mining.
Artif. Intell. Rev. 16(3): 177-199 (2001) |
| 17 | | Alex Alves Freitas:
Book Review: Data Mining Using Grammar-Based Genetic Programming and Applications.
Genetic Programming and Evolvable Machines 2(2): 197-199 (2001) |
| 2000 |
|---|
| 16 | | Deborah R. Carvalho,
Alex Alves Freitas:
A hybrid decision tree/genetic algorithm for coping with the problem of small disjuncts in data mining.
GECCO 2000: 1061-1068 |
| 15 | | Edgar Noda,
Alex Alves Freitas,
Heitor S. Lopes:
Comparing a Genetic Algorithm with a Rule Induction Algorithm in the Data Mining Task of Dependence Modeling.
GECCO 2000: 1080 |
| 14 | EE | Joel Larocca Neto,
Alexandre Santos,
Celso A. A. Kaestner,
Alex Alves Freitas:
Generating Text Summaries through the Relative Importance of Topics.
IBERAMIA-SBIA 2000: 300-309 |
| 13 | EE | Deborah R. Carvalho,
Alex Alves Freitas:
A Genetic Algorithm-Based Solution for the Problem of Small Disjuncts.
PKDD 2000: 345-352 |
| 12 | | Brian Drabble,
Laurent Chaudron,
Catherine Tessier,
Sue Abu-Hakima,
Steven Willmott,
Jim Austin,
Boi Faltings,
Eugene C. Freuder,
Gerhard Friedrich,
Alex Alves Freitas,
Ulises Cortés,
Miquel Sànchez-Marrè,
David W. Aha,
Irma Becerra-Fernandez,
Héctor Muñoz-Avila,
Aditya Ghose,
Tim Menzies,
Ken Satoh,
Mary Elaine Califf,
Michael T. Cox,
Sandip Sen,
Patrick Brézillon,
Jean-Charles Pomerol,
Roy M. Turner,
Elise H. Turner:
Reports on the AAAI 1999 Workshop Program.
AI Magazine 21(1): 95-100 (2000) |
| 11 | EE | Alex Alves Freitas:
Understanding the Crucial Differences Between Classification and Discovery of Association Rules - A Position Paper.
SIGKDD Explorations 2(1): 65-69 (2000) |
| 1999 |
|---|
| 10 | | Celia C. Bojarczuk,
Heitor S. Lopes,
Alex Alves Freitas:
Discovering comprehensible classification rules by using Genetic Programming: a case study in a medical domain.
GECCO 1999: 953-958 |
| 9 | | Christina S. Fertig,
Alex Alves Freitas,
Lucia V. R. Arruda,
Celso A. A. Kaestner:
A Fuzzy Beam-Search Rule Induction Algorithm.
PKDD 1999: 341-347 |
| 8 | EE | Simon H. Lavington,
Neil Dewhurst,
Elwood Wilkins,
Alex Alves Freitas:
Interfacing knowledge discovery algorithms to large database management systems.
Information & Software Technology 41(9): 605-617 (1999) |
| 7 | EE | Alex Alves Freitas:
On rule interestingness measures.
Knowl.-Based Syst. 12(5-6): 309-315 (1999) |
| 1998 |
|---|
| 6 | | Alex Alves Freitas:
On Objective Measures of Rule Surprisingness.
PKDD 1998: 1-9 |
| 5 | | Alex Alves Freitas:
Scalable, High-Performance Data Mining with Parallel Processing.
PKDD 1998: 477 |
| 1997 |
|---|
| 4 | | Alex Alves Freitas:
Towards Large-Scale Knowledge Discovery in Databases (KDD) by Exploiting Parallelism in Generic KDD Primitives.
NGITS 1997: 0- |
| 3 | | Alex Alves Freitas:
The Pronciple of Transformation between Efficiency and Effectiveness: Towards a Fair Evaluation of the Cost-Effectiveness of KDD Techniques.
PKDD 1997: 299-306 |
| 1996 |
|---|
| 2 | | Alex Alves Freitas,
Simon H. Lavington:
Speeding up Knowledge Discovery in Large Relational Databases by Means of a New Discretization Algorithm.
BNCOD 1996: 124-133 |
| 1 | | Alex Alves Freitas,
Simon H. Lavington:
Parallel Data Mining for Very Large Relational Databases.
HPCN Europe 1996: 158-163 |
